Affinidi POCathon

Bachelor of Engineering - BE

• Final year research project primarily aimed at creating a model-agnostic data selection method for
pre-training and fine-tuning models for downstream tasks in NLP(Natural Language Processing).
• Authored a research paper on the sensitivity of deep-learning based text classification models such as LSTM, CNN and BERT to practical input perturbations, accepted at the Computing Conference 2022,UK July 14-15.

Research Intern

Developing Accelerator Applications with Flutter for Healthcare Startups

Creating Data Science Pipelines, using NLP, Computer Vision for developed applications

Software Engineer

As a data analytic intern, I worked on data Visualization projects using tools like Tableau to create intuitive and interactive dashboards giving meaningful insights.
My efforts were geared towards better understanding the data analytic needs of businesses so that advanced analytic outputs are generated.

Data Analytics Intern

• Designed and Developed a novel offline OTP-based system for activation of Point Of Sale(POS) devices using  C programming language.
• Spearheaded a heartbeat service for the POS devices on a proprietary development toolchain for tracking and logging devices.

Software Engineer Intern

Leading the Development of Patient App and EHR connect platform at Hlthdev.

Founding Engineer

Research on Novel Methods for evaluation of Bone Age in Adolescents using Machine Learning.
• Worked with an international team of Scientists and Doctors to come up with solutions to Robustly solve for Consensus problems that arise in medical data using AI.
• Under Dr Pranay Goel’s guidance, I created a Dataset of over 12000 images for classification using a Resnet34 architecture, which successfully contributed to the Hybrid approach formulated by the team.
• Trained Image Segmentation and Image Classification models using FAST AI and PyTorch for the
development of Bone-age assessment software.
• Presented a poster at the Indian Society for Pediatric and Adolescent Endocrinology(ISPAE) 2021 conference as a first author which included the initial results of this work.

Research Project

Founding Engineer @azodha

github

Know about Arnav Ladkat's work experience, education, bootcamps, certifications, and much more. Arnav Ladkat